Part 7: Applied AI Systems
Build production-ready AI systems including RAG, agents, reinforcement learning, and MLOps pipelines.
Chapters in This Part
Chapter 23: Retrieval-Augmented Generation
RAG fundamentals, vector databases, embedding models, and advanced patterns....
Intermediate
Expert
150 min
Chapter 24: Agentic AI Systems
Agent architecture, tool use, multi-agent systems, and safety....
Advanced
Expert
150 min
Chapter 25: Reinforcement Learning
RL fundamentals, policy gradients, PPO, and RLHF....
Intermediate
Expert
120 min
Chapter 26: MLOps and Production Systems
Experiment tracking, deployment, monitoring, and scaling....
Intermediate
Advanced
120 min
Chapter 27: AI Ethics and Responsible Development
Bias, fairness, interpretability, privacy, and governance....
Intermediate
90 min